{"id":"W4226140551","doi":"10.1186/s12974-022-02435-9","title":"Gut microbiota is causally associated with poststroke cognitive impairment through lipopolysaccharide and butyrate","year":2022,"lang":"en","type":"article","venue":"Journal of Neuroinflammation","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Gut flora; Medicine; Stroke (engine); Lipopolysaccharide; Internal medicine; Inflammation; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220983,0.0005764777,0.0005469645,0.0006313361,0.0003753359,0.0005794847,0.0001457192,0.0004266365,0.001802381],"category_scores_gemma":[0.0004466309,0.000216393,0.000463782,0.0004417508,0.0002887413,0.0002400485,0.0004943556,0.0006575427,0.000233889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065366,"about_ca_system_score_gemma":0.0004271853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324905,"about_ca_topic_score_gemma":0.001424599,"domain_scores_codex":[0.9998367,0.00003311562,0.00002267846,0.00003366947,0.00002567873,0.00004824189],"domain_scores_gemma":[0.9996105,0.00001850937,0.0002255593,0.0000260853,0.00004195366,0.00007743869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01513151,0.001251148,0.6688986,0.0006658731,0.001067738,0.001932858,0.0002938851,0.0002888488,0.276819,0.0003102057,0.001157247,0.03218303],"study_design_scores_gemma":[0.0001143124,0.001073936,0.9801233,0.0001059446,0.0004503779,0.001393821,0.0002645924,0.000914501,0.01363125,0.0005543886,0.001347228,0.00002618083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952232,0.003090717,0.0005375976,0.0002493322,0.00003400346,0.00002702969,0.0003264705,0.00002293313,0.0004886537],"genre_scores_gemma":[0.9966132,0.001902933,0.000465784,0.0001042763,0.00002949271,0.00003029693,0.0003689943,0.000005632821,0.0004794722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802381,"threshold_uncertainty_score":0.006029606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009393363276220186,"score_gpt":0.239824718179184,"score_spread":0.2304313549029638,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}